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  1. International Journal of Computer Vision
  2. International Journal of Computer Vision : Volume 100
  3. International Journal of Computer Vision : Volume 100, Issue 1, October 2012
  4. Minimizing Energies with Hierarchical Costs
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International Journal of Computer Vision : Volume 123
International Journal of Computer Vision : Volume 122
International Journal of Computer Vision : Volume 121
International Journal of Computer Vision : Volume 120
International Journal of Computer Vision : Volume 119
International Journal of Computer Vision : Volume 118
International Journal of Computer Vision : Volume 117
International Journal of Computer Vision : Volume 116
International Journal of Computer Vision : Volume 115
International Journal of Computer Vision : Volume 114
International Journal of Computer Vision : Volume 113
International Journal of Computer Vision : Volume 112
International Journal of Computer Vision : Volume 111
International Journal of Computer Vision : Volume 110
International Journal of Computer Vision : Volume 109
International Journal of Computer Vision : Volume 108
International Journal of Computer Vision : Volume 107
International Journal of Computer Vision : Volume 106
International Journal of Computer Vision : Volume 105
International Journal of Computer Vision : Volume 104
International Journal of Computer Vision : Volume 103
International Journal of Computer Vision : Volume 102
International Journal of Computer Vision : Volume 101
International Journal of Computer Vision : Volume 100
International Journal of Computer Vision : Volume 100, Issue 3, December 2012
International Journal of Computer Vision : Volume 100, Issue 2, November 2012
International Journal of Computer Vision : Volume 100, Issue 1, October 2012
Sparse Modeling of Human Actions from Motion Imagery
Coupled Action Recognition and Pose Estimation from Multiple Views
Minimizing Energies with Hierarchical Costs
Improving Image Classification Using Semantic Attributes
Keypoints and Local Descriptors of Scalar Functions on 2D Manifolds
Optimal Image and Video Closure by Superpixel Grouping
International Journal of Computer Vision : Volume 99
International Journal of Computer Vision : Volume 98
International Journal of Computer Vision : Volume 97
International Journal of Computer Vision : Volume 96
International Journal of Computer Vision : Volume 95
International Journal of Computer Vision : Volume 94
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International Journal of Computer Vision : Volume 92
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International Journal of Computer Vision : Volume 87
International Journal of Computer Vision : Volume 86
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International Journal of Computer Vision : Volume 84
International Journal of Computer Vision : Volume 83
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International Journal of Computer Vision : Volume 75
International Journal of Computer Vision : Volume 74
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International Journal of Computer Vision : Volume 72
International Journal of Computer Vision : Volume 71
International Journal of Computer Vision : Volume 70
International Journal of Computer Vision : Volume 69
International Journal of Computer Vision : Volume 68
International Journal of Computer Vision : Volume 67
International Journal of Computer Vision : Volume 66
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International Journal of Computer Vision : Volume 58
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International Journal of Computer Vision : Volume 54
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International Journal of Computer Vision : Volume 52
International Journal of Computer Vision : Volume 51
International Journal of Computer Vision : Volume 50
International Journal of Computer Vision : Volume 49
International Journal of Computer Vision : Volume 48
International Journal of Computer Vision : Volume 47
International Journal of Computer Vision : Volume 46
International Journal of Computer Vision : Volume 45
International Journal of Computer Vision : Volume 44
International Journal of Computer Vision : Volume 43
International Journal of Computer Vision : Volume 42
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International Journal of Computer Vision : Volume 26
International Journal of Computer Vision : Volume 25
International Journal of Computer Vision : Volume 24
International Journal of Computer Vision : Volume 23
International Journal of Computer Vision : Volume 22
International Journal of Computer Vision : Volume 21

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Minimizing Energies with Hierarchical Costs

Content Provider SpringerLink
Author Delong, Andrew Gorelick, Lena Veksler, Olga Boykov, Yuri
Copyright Year 2012
Abstract Computer vision is full of problems elegantly expressed in terms of energy minimization. We characterize a class of energies with hierarchical costs and propose a novel hierarchical fusion algorithm. Hierarchical costs are natural for modeling an array of difficult problems. For example, in semantic segmentation one could rule out unlikely object combinations via hierarchical context. In geometric model estimation, one could penalize the number of unique model families in a solution, not just the number of models—a kind of hierarchical MDL criterion. Hierarchical fusion uses the well-known α-expansion algorithm as a subroutine, and offers a much better approximation bound in important cases.
Starting Page 38
Ending Page 58
Page Count 21
File Format PDF
ISSN 09205691
Journal International Journal of Computer Vision
Volume Number 100
Issue Number 1
e-ISSN 15731405
Language English
Publisher Springer US
Publisher Date 2012-05-09
Publisher Place Boston
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Energy minimization Hierarchical models Graph cuts Markov random fields (MRFs) Segmentation Computer Imaging, Vision, Pattern Recognition and Graphics Pattern Recognition Artificial Intelligence (incl. Robotics) Image Processing and Computer Vision
Content Type Text
Resource Type Article
Subject Artificial Intelligence Computer Vision and Pattern Recognition Software
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